How does RateBud detect fake Amazon reviews?

RateBud uses advanced AI to analyze review patterns, language authenticity, timing anomalies, and content quality. We examine reviewer behavior, review velocity, and linguistic markers to detect fake reviews with high accuracy.

What does the trust score mean?

The trust score is a percentage from 0-100% indicating review authenticity. This product scored 86.925% (Grade B). Scores above 80% indicate highly trustworthy reviews, 60-79% are generally reliable, and below 60% suggest caution.

Is RateBud's review analysis free?

Yes, RateBud's AI-powered review analysis is completely free. We analyze Amazon reviews to help you avoid fake reviews and make informed purchasing decisions. No signup required.

✅ 12 Pack VRC2 Cloth Filter Fit for Armor All AA155 AA256 AA255 2.5 Gallon Shop VAC Microlined, Compatible with Vacmaster 1.5 to 3.2 Gallon Wet/Dry Vacuums Review Analysis

Name: 12 Pack VRC2 Cloth Filter Fit for Armor All AA155 AA256 AA255 2.5 Gallon Shop VAC Microlined, Compatible with Vacmaster 1.5 to 3.2 Gallon Wet/Dry Vacuums
Brand: 12
SKU: B0F1Y23BRG
Price: 13.58 USD
Availability: InStock
Rating: 4.4 (39 reviews)

Analysis Summary

Analysis is 51.3 days old. Re-run to get the latest review data and insights.

Based on the analysis, this Armor All product has received overwhelmingly positive reviews, with a 4.4/5 rating and 95% reviewer credibility. The product's consistency and compatibility with various vacuums are major positives, but the relatively low review content quality score (79/100) suggests that some reviewers may not have provided detailed or informative feedback. Overall, this product appears to be trustworthy and reliable, but consumers may want to look for more detailed reviews to inform their purchasing decision.

Review Timeline

Review patterns over time - spikes may indicate manipulation

90%

Velocity Score

Spikes

None found

Peak

Reviews/mo

Timeline

Months

Pattern Analysis

Good: Review pattern appears natural with steady growth. No suspicious spikes that might indicate review manipulation.

Keyword Analysis

Common phrases and their authenticity patterns

79%

Authenticity

great value(5)excellent product(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow98%

Unique Phrasing97%

Good: Language patterns appear natural with good diversity. Reviews use varied vocabulary and authentic expressions.

Recommendation

✅ Recommended

Analysis Date

November 28, 2025

Total Reviews

39 reviews analyzed

Understanding This Trust Score

12 Pack VRC2 Cloth Filter Fit for Armor All AA155 AA256 AA25... received a Grade B with a trust score of 86.925/100. This product shows mostly genuine review patterns with minor concerns. The majority of reviews appear authentic, though some indicators suggest a small percentage may be incentivized or less reliable.

What This Means:

•Most reviews appear authentic
•Some minor patterns warrant attention
•Overall trustworthy for purchase decisions
•Consider reading recent reviews more carefully

What Reviewers Are Saying

Based on our analysis of customer reviews for 12 Pack VRC2 Cloth Filter Fit for Armor All AA155 ..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

excellent product (8x)

Overall sentiment: Based on the analysis, this Armor All product has received overwhelmingly positive reviews, with a 4.4/5 rating and 95% reviewer credibility. The product's consistency and compatibility with various vacuums are major positives, but the relatively low review content quality score (79/100) suggests that some reviewers may not have provided detailed or informative feedback. Overall, this product appears to be trustworthy and reliable, but consumers may want to look for more detailed reviews to inform their purchasing decision.

Frequently Asked Questions

Are the reviews for 12 Pack VRC2 Cloth Filter Fit for Armor ... real?

▼

Based on our AI analysis, approximately 86.925% of reviews appear authentic, while 13.075000000000003% show patterns consistent with potentially fake or incentivized reviews. Overall, you can trust most reviews for this product.

How does RateBud detect fake reviews?

▼

Our AI analyzes multiple factors including review timing patterns, language similarity, reviewer history, and purchase verification. For this product, we analyzed 39 reviews to calculate the trust score.

Should I buy 12 Pack VRC2 Cloth Filter Fit for Armor ...?

▼

Based on our analysis, this product has trustworthy reviews and appears to be a safe purchase. The B grade indicates good review authenticity.

Shopping Tips

This product has 39 reviews with a Grade B trust score. Here's what to keep in mind:

💡Always prioritize verified purchase reviews over unverified ones
💡Look for detailed reviews that mention specific pros and cons
💡Be cautious of products with sudden spikes in positive reviews

Ready to make your purchase?

Based on our analysis, you can make an informed decision. Click below to purchase this product on Amazon.

✨ High Quality Product

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